“…First, to present the procedure of dynamic system identification using the model based on Gaussian processes. Second, within this framework emphasis is placed on validation, which includes several features [12]: the model purposiveness, the model plausibility and model falseness. Within these two objectives, the use of properties differentiating the GP model from other approaches, i.e prediction variance and the way the input/output relations are encompassed, is emphasised.…”